| Intrusion Detection for Cyber–Physical Systems Using Generative Adversarial Networks in Fog Environment PF de Araujo-Filho, G Kaddoum, DR Campelo, AG Santos, D Macêdo, ... IEEE Internet of Things Journal 8 (8), 6247-6256, 2020 | 66 | 2020 |
| Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition CC Amorim, D Macêdo, C Zanchettin International Conference on Artificial Neural Networks, 646-657, 2019 | 53 | 2019 |
| Hierarchical Attentional Hybrid Neural Networks for Document Classification J Abreu, L Fred, D Macêdo, C Zanchettin International Conference on Artificial Neural Networks, 396-402, 2019 | 44 | 2019 |
| Enhancing Batch Normalized Convolutional Networks using Displaced Rectifier Linear Units: A Systematic Comparative Study D Macêdo, C Zanchettin, ALI Oliveira, T Ludermir Expert Systems with Applications 124, 271-281, 2019 | 28 | 2019 |
| Squeezed Very Deep Convolutional Neural Networks for Text Classification AB Duque, LLJ Santos, D Macêdo, C Zanchettin International Conference on Artificial Neural Networks, 193-207, 2019 | 26 | 2019 |
| Entropic Out-of-Distribution Detection D Macêdo, TI Ren, C Zanchettin, ALI Oliveira, T Ludermir 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 25* | 2021 |
| Heartbeat Anomaly Detection using Adversarial Oversampling JLP Lima, D Macêdo, C Zanchettin 2019 International Joint Conference on Neural Networks (IJCNN), 1-7, 2019 | 23 | 2019 |
| Reducing Squeezenet Storage Size with Depthwise Separable Convolutions AG Santos, CO de Souza, C Zanchettin, D Macedo, ALI Oliveira, ... 2018 International Joint Conference on Neural Networks (IJCNN), 1-6, 2018 | 20 | 2018 |
| Additive Margin SincNet for Speaker Recognition JAC Nunes, D Macêdo, C Zanchettin 2019 International Joint Conference on Neural Networks (IJCNN), 1-5, 2019 | 16 | 2019 |
| Enhanced isotropy maximization loss: Seamless and high-performance out-of-distribution detection simply replacing the softmax loss D Macêdo, T Ludermir arXiv preprint arXiv:2105.14399, 2021 | 14* | 2021 |
| AM-MobileNet1D: A Portable Model for Speaker Recognition JAC Nunes, D Macêdo, C Zanchettin 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 14 | 2020 |
| A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation RB das Neves, LF Verçosa, D Macêdo, BLD Bezerra, C Zanchettin 2020 International Joint Conference on Neural Networks (IJCNN), 1-6, 2020 | 13* | 2020 |
| Towards Optimizing Convolutional Neural Networks for Robotic Surgery Skill Evaluation D Castro, D Pereira, C Zanchettin, D Macêdo, BLD Bezerra 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 12 | 2019 |
| Entropic out-of-distribution detection: Seamless detection of unknown examples D Macêdo, TI Ren, C Zanchettin, ALI Oliveira, T Ludermir IEEE Transactions on Neural Networks and Learning Systems 33 (6), 2350-2364, 2021 | 11 | 2021 |
| Squeezed Deep 6DoF Object Detection Using Knowledge Distillation H Felix, WM Rodrigues, D Macêdo, F Simões, ALI Oliveira, V Teichrieb, ... 2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020 | 11 | 2020 |
| Kutralnet: A Portable Deep Learning Model for Fire Recognition A Ayala, B Fernandes, F Cruz, D Macêdo, ALI Oliveira, C Zanchettin 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 11 | 2020 |
| SegNetRes-CRF: A Deep Convolutional Encoder-Decoder Architecture for Semantic Image Segmentation LA de Oliveira Junior, HR Medeiros, D Macêdo, C Zanchettin, ALI Oliveira, ... 2018 International Joint Conference on Neural Networks (IJCNN), 1-6, 2018 | 10 | 2018 |
| Distantly-Supervised Neural Relation Extraction with Side Information using BERT J Moreira, C Oliveira, D Macêdo, C Zanchettin, L Barbosa 2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020 | 9 | 2020 |
| Multi-human Fall Detection and Localization in Videos MEN Gomes, D Macêdo, C Zanchettin, PSG de-Mattos-Neto, A Oliveira Computer Vision and Image Understanding 220, 103442, 2022 | 4 | 2022 |
| PictoBERT: Transformers for Next Pictogram Prediction JA Pereira, D Macêdo, C Zanchettin, ALI de Oliveira, ... Expert Systems with Applications 202, 117231, 2022 | 2 | 2022 |
